233 citations · 1.1k across the 115 of their papers we have counts for
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stat.ML2016
Conformalized Kernel Ridge Regression
Evgeny Burnaev, Ivan Nazarov
General predictive models do not provide a measure of confidence in predictions without Bayesian assumptions. A way to circumvent potential restrictions is to use conformal methods…
stat.ML2016
One-Class SVM with Privileged Information and its Application to Malware Detection
Evgeny Burnaev, Dmitry Smolyakov
A number of important applied problems in engineering, finance and medicine can be formulated as a problem of anomaly detection. A classical approach to the problem is to describe…